Week 7: CNNs for text

DATA 441/641 · Week 7

Notes

• 7.1 Introduction to CNNs(slides)
• 7.2 CNNs for Text(slides)
• 7.3 CNN Text Classification(slides)

Labs

• Lab 7: CNN Text Classification(PDF)
• Lab 7 solutions (password)

Additional

• CNNs(PDF)

Additional readings

• Chollet, Deep Learning with Python: convnets
• Kim, Convolutional neural networks for sentence classification

Discussion

• What does a kernel of size 3 see in a sentence?
• Why use several kernel sizes in one text CNN?